Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class IndexEndpointServiceClient.
Service Description: A service for managing Vertex AI's IndexEndpoints.
This class provides the ability to make remote calls to the backing service through method calls that map to API methods. Sample code to get started:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$formattedParent = $indexEndpointServiceClient->locationName('[PROJECT]', '[LOCATION]');
$indexEndpoint = new IndexEndpoint();
$operationResponse = $indexEndpointServiceClient->createIndexEndpoint($formattedParent, $indexEndpoint);
$operationResponse->pollUntilComplete();
if ($operationResponse->operationSucceeded()) {
$result = $operationResponse->getResult();
// doSomethingWith($result)
} else {
$error = $operationResponse->getError();
// handleError($error)
}
// Alternatively:
// start the operation, keep the operation name, and resume later
$operationResponse = $indexEndpointServiceClient->createIndexEndpoint($formattedParent, $indexEndpoint);
$operationName = $operationResponse->getName();
// ... do other work
$newOperationResponse = $indexEndpointServiceClient->resumeOperation($operationName, 'createIndexEndpoint');
while (!$newOperationResponse->isDone()) {
// ... do other work
$newOperationResponse->reload();
}
if ($newOperationResponse->operationSucceeded()) {
$result = $newOperationResponse->getResult();
// doSomethingWith($result)
} else {
$error = $newOperationResponse->getError();
// handleError($error)
}
} finally {
$indexEndpointServiceClient->close();
}
Many parameters require resource names to be formatted in a particular way. To assist with these names, this class includes a format method for each type of name, and additionally a parseName method to extract the individual identifiers contained within formatted names that are returned by the API.
Methods
indexName
Formats a string containing the fully-qualified path to represent a index resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
index |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted index resource. |
indexEndpointName
Formats a string containing the fully-qualified path to represent a index_endpoint resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
indexEndpoint |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted index_endpoint resource. |
locationName
Formats a string containing the fully-qualified path to represent a location resource.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
Returns | |
---|---|
Type | Description |
string | The formatted location resource. |
parseName
Parses a formatted name string and returns an associative array of the components in the name.
The following name formats are supported: Template: Pattern
- index: projects/{project}/locations/{location}/indexes/{index}
- indexEndpoint: projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}
- location: projects/{project}/locations/{location}
The optional $template argument can be supplied to specify a particular pattern, and must match one of the templates listed above. If no $template argument is provided, or if the $template argument does not match one of the templates listed, then parseName will check each of the supported templates, and return the first match.
Parameters | |
---|---|
Name | Description |
formattedName |
string
The formatted name string |
template |
string
Optional name of template to match |
Returns | |
---|---|
Type | Description |
array | An associative array from name component IDs to component values. |
getOperationsClient
Return an OperationsClient object with the same endpoint as $this.
Returns | |
---|---|
Type | Description |
Google\ApiCore\LongRunning\OperationsClient |
resumeOperation
Resume an existing long running operation that was previously started by a long running API method. If $methodName is not provided, or does not match a long running API method, then the operation can still be resumed, but the OperationResponse object will not deserialize the final response.
Parameters | |
---|---|
Name | Description |
operationName |
string
The name of the long running operation |
methodName |
string
The name of the method used to start the operation |
Returns | |
---|---|
Type | Description |
Google\ApiCore\OperationResponse |
__construct
Constructor.
Parameters | |
---|---|
Name | Description |
options |
array
Optional. Options for configuring the service API wrapper. |
↳ apiEndpoint |
string
The address of the API remote host. May optionally include the port, formatted as "
|
↳ credentials |
string|array|FetchAuthTokenInterface|CredentialsWrapper
The credentials to be used by the client to authorize API calls. This option accepts either a path to a credentials file, or a decoded credentials file as a PHP array. Advanced usage: In addition, this option can also accept a pre-constructed {@see} object or {@see} object. Note that when one of these objects are provided, any settings in $credentialsConfig will be ignored. |
↳ credentialsConfig |
array
Options used to configure credentials, including auth token caching, for the client. For a full list of supporting configuration options, see {@see} . |
↳ disableRetries |
bool
Determines whether or not retries defined by the client configuration should be disabled. Defaults to |
↳ clientConfig |
string|array
Client method configuration, including retry settings. This option can be either a path to a JSON file, or a PHP array containing the decoded JSON data. By default this settings points to the default client config file, which is provided in the resources folder. |
↳ transport |
string|TransportInterface
The transport used for executing network requests. May be either the string |
↳ transportConfig |
array
Configuration options that will be used to construct the transport. Options for each supported transport type should be passed in a key for that transport. For example: $transportConfig = [ 'grpc' => [...], 'rest' => [...], ]; See the {@see} and {@see} methods for the supported options. |
↳ clientCertSource |
callable
A callable which returns the client cert as a string. This can be used to provide a certificate and private key to the transport layer for mTLS. |
createIndexEndpoint
Creates an IndexEndpoint.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$formattedParent = $indexEndpointServiceClient->locationName('[PROJECT]', '[LOCATION]');
$indexEndpoint = new IndexEndpoint();
$operationResponse = $indexEndpointServiceClient->createIndexEndpoint($formattedParent, $indexEndpoint);
$operationResponse->pollUntilComplete();
if ($operationResponse->operationSucceeded()) {
$result = $operationResponse->getResult();
// doSomethingWith($result)
} else {
$error = $operationResponse->getError();
// handleError($error)
}
// Alternatively:
// start the operation, keep the operation name, and resume later
$operationResponse = $indexEndpointServiceClient->createIndexEndpoint($formattedParent, $indexEndpoint);
$operationName = $operationResponse->getName();
// ... do other work
$newOperationResponse = $indexEndpointServiceClient->resumeOperation($operationName, 'createIndexEndpoint');
while (!$newOperationResponse->isDone()) {
// ... do other work
$newOperationResponse->reload();
}
if ($newOperationResponse->operationSucceeded()) {
$result = $newOperationResponse->getResult();
// doSomethingWith($result)
} else {
$error = $newOperationResponse->getError();
// handleError($error)
}
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
parent |
string
Required. The resource name of the Location to create the IndexEndpoint in. Format: |
indexEndpoint |
Google\Cloud\AIPlatform\V1\IndexEndpoint
Required. The IndexEndpoint to create. |
optionalArgs |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\ApiCore\OperationResponse |
deleteIndexEndpoint
Deletes an IndexEndpoint.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$formattedName = $indexEndpointServiceClient->indexEndpointName('[PROJECT]', '[LOCATION]', '[INDEX_ENDPOINT]');
$operationResponse = $indexEndpointServiceClient->deleteIndexEndpoint($formattedName);
$operationResponse->pollUntilComplete();
if ($operationResponse->operationSucceeded()) {
// operation succeeded and returns no value
} else {
$error = $operationResponse->getError();
// handleError($error)
}
// Alternatively:
// start the operation, keep the operation name, and resume later
$operationResponse = $indexEndpointServiceClient->deleteIndexEndpoint($formattedName);
$operationName = $operationResponse->getName();
// ... do other work
$newOperationResponse = $indexEndpointServiceClient->resumeOperation($operationName, 'deleteIndexEndpoint');
while (!$newOperationResponse->isDone()) {
// ... do other work
$newOperationResponse->reload();
}
if ($newOperationResponse->operationSucceeded()) {
// operation succeeded and returns no value
} else {
$error = $newOperationResponse->getError();
// handleError($error)
}
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
name |
string
Required. The name of the IndexEndpoint resource to be deleted. Format: |
optionalArgs |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\ApiCore\OperationResponse |
deployIndex
Deploys an Index into this IndexEndpoint, creating a DeployedIndex within it.
Only non-empty Indexes can be deployed.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$formattedIndexEndpoint = $indexEndpointServiceClient->indexEndpointName('[PROJECT]', '[LOCATION]', '[INDEX_ENDPOINT]');
$deployedIndex = new DeployedIndex();
$operationResponse = $indexEndpointServiceClient->deployIndex($formattedIndexEndpoint, $deployedIndex);
$operationResponse->pollUntilComplete();
if ($operationResponse->operationSucceeded()) {
$result = $operationResponse->getResult();
// doSomethingWith($result)
} else {
$error = $operationResponse->getError();
// handleError($error)
}
// Alternatively:
// start the operation, keep the operation name, and resume later
$operationResponse = $indexEndpointServiceClient->deployIndex($formattedIndexEndpoint, $deployedIndex);
$operationName = $operationResponse->getName();
// ... do other work
$newOperationResponse = $indexEndpointServiceClient->resumeOperation($operationName, 'deployIndex');
while (!$newOperationResponse->isDone()) {
// ... do other work
$newOperationResponse->reload();
}
if ($newOperationResponse->operationSucceeded()) {
$result = $newOperationResponse->getResult();
// doSomethingWith($result)
} else {
$error = $newOperationResponse->getError();
// handleError($error)
}
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
indexEndpoint |
string
Required. The name of the IndexEndpoint resource into which to deploy an Index. Format: |
deployedIndex |
Google\Cloud\AIPlatform\V1\DeployedIndex
Required. The DeployedIndex to be created within the IndexEndpoint. |
optionalArgs |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\ApiCore\OperationResponse |
getIndexEndpoint
Gets an IndexEndpoint.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$formattedName = $indexEndpointServiceClient->indexEndpointName('[PROJECT]', '[LOCATION]', '[INDEX_ENDPOINT]');
$response = $indexEndpointServiceClient->getIndexEndpoint($formattedName);
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
name |
string
Required. The name of the IndexEndpoint resource. Format: |
optionalArgs |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\Cloud\AIPlatform\V1\IndexEndpoint |
listIndexEndpoints
Lists IndexEndpoints in a Location.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$formattedParent = $indexEndpointServiceClient->locationName('[PROJECT]', '[LOCATION]');
// Iterate over pages of elements
$pagedResponse = $indexEndpointServiceClient->listIndexEndpoints($formattedParent);
foreach ($pagedResponse->iteratePages() as $page) {
foreach ($page as $element) {
// doSomethingWith($element);
}
}
// Alternatively:
// Iterate through all elements
$pagedResponse = $indexEndpointServiceClient->listIndexEndpoints($formattedParent);
foreach ($pagedResponse->iterateAllElements() as $element) {
// doSomethingWith($element);
}
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
parent |
string
Required. The resource name of the Location from which to list the IndexEndpoints. Format: |
optionalArgs |
array
Optional. |
↳ filter |
string
Optional. An expression for filtering the results of the request. For field names both snake_case and camelCase are supported. * |
↳ pageSize |
int
The maximum number of resources contained in the underlying API response. The API may return fewer values in a page, even if there are additional values to be retrieved. |
↳ pageToken |
string
A page token is used to specify a page of values to be returned. If no page token is specified (the default), the first page of values will be returned. Any page token used here must have been generated by a previous call to the API. |
↳ readMask |
FieldMask
Optional. Mask specifying which fields to read. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\ApiCore\PagedListResponse |
mutateDeployedIndex
Update an existing DeployedIndex under an IndexEndpoint.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$formattedIndexEndpoint = $indexEndpointServiceClient->indexEndpointName('[PROJECT]', '[LOCATION]', '[INDEX_ENDPOINT]');
$deployedIndex = new DeployedIndex();
$operationResponse = $indexEndpointServiceClient->mutateDeployedIndex($formattedIndexEndpoint, $deployedIndex);
$operationResponse->pollUntilComplete();
if ($operationResponse->operationSucceeded()) {
$result = $operationResponse->getResult();
// doSomethingWith($result)
} else {
$error = $operationResponse->getError();
// handleError($error)
}
// Alternatively:
// start the operation, keep the operation name, and resume later
$operationResponse = $indexEndpointServiceClient->mutateDeployedIndex($formattedIndexEndpoint, $deployedIndex);
$operationName = $operationResponse->getName();
// ... do other work
$newOperationResponse = $indexEndpointServiceClient->resumeOperation($operationName, 'mutateDeployedIndex');
while (!$newOperationResponse->isDone()) {
// ... do other work
$newOperationResponse->reload();
}
if ($newOperationResponse->operationSucceeded()) {
$result = $newOperationResponse->getResult();
// doSomethingWith($result)
} else {
$error = $newOperationResponse->getError();
// handleError($error)
}
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
indexEndpoint |
string
Required. The name of the IndexEndpoint resource into which to deploy an Index. Format: |
deployedIndex |
Google\Cloud\AIPlatform\V1\DeployedIndex
Required. The DeployedIndex to be updated within the IndexEndpoint. Currently, the updatable fields are DeployedIndex and DeployedIndex |
optionalArgs |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\ApiCore\OperationResponse |
undeployIndex
Undeploys an Index from an IndexEndpoint, removing a DeployedIndex from it, and freeing all resources it's using.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$formattedIndexEndpoint = $indexEndpointServiceClient->indexEndpointName('[PROJECT]', '[LOCATION]', '[INDEX_ENDPOINT]');
$deployedIndexId = 'deployed_index_id';
$operationResponse = $indexEndpointServiceClient->undeployIndex($formattedIndexEndpoint, $deployedIndexId);
$operationResponse->pollUntilComplete();
if ($operationResponse->operationSucceeded()) {
$result = $operationResponse->getResult();
// doSomethingWith($result)
} else {
$error = $operationResponse->getError();
// handleError($error)
}
// Alternatively:
// start the operation, keep the operation name, and resume later
$operationResponse = $indexEndpointServiceClient->undeployIndex($formattedIndexEndpoint, $deployedIndexId);
$operationName = $operationResponse->getName();
// ... do other work
$newOperationResponse = $indexEndpointServiceClient->resumeOperation($operationName, 'undeployIndex');
while (!$newOperationResponse->isDone()) {
// ... do other work
$newOperationResponse->reload();
}
if ($newOperationResponse->operationSucceeded()) {
$result = $newOperationResponse->getResult();
// doSomethingWith($result)
} else {
$error = $newOperationResponse->getError();
// handleError($error)
}
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
indexEndpoint |
string
Required. The name of the IndexEndpoint resource from which to undeploy an Index. Format: |
deployedIndexId |
string
Required. The ID of the DeployedIndex to be undeployed from the IndexEndpoint. |
optionalArgs |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\ApiCore\OperationResponse |
updateIndexEndpoint
Updates an IndexEndpoint.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$indexEndpoint = new IndexEndpoint();
$updateMask = new FieldMask();
$response = $indexEndpointServiceClient->updateIndexEndpoint($indexEndpoint, $updateMask);
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
indexEndpoint |
Google\Cloud\AIPlatform\V1\IndexEndpoint
Required. The IndexEndpoint which replaces the resource on the server. |
updateMask |
Google\Protobuf\FieldMask
Required. The update mask applies to the resource. See google.protobuf.FieldMask. |
optionalArgs |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\Cloud\AIPlatform\V1\IndexEndpoint |
getLocation
Gets information about a location.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$response = $indexEndpointServiceClient->getLocation();
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
optionalArgs |
array
Optional. |
↳ name |
string
Resource name for the location. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\Cloud\Location\Location |
listLocations
Lists information about the supported locations for this service.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
// Iterate over pages of elements
$pagedResponse = $indexEndpointServiceClient->listLocations();
foreach ($pagedResponse->iteratePages() as $page) {
foreach ($page as $element) {
// doSomethingWith($element);
}
}
// Alternatively:
// Iterate through all elements
$pagedResponse = $indexEndpointServiceClient->listLocations();
foreach ($pagedResponse->iterateAllElements() as $element) {
// doSomethingWith($element);
}
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
optionalArgs |
array
Optional. |
↳ name |
string
The resource that owns the locations collection, if applicable. |
↳ filter |
string
The standard list filter. |
↳ pageSize |
int
The maximum number of resources contained in the underlying API response. The API may return fewer values in a page, even if there are additional values to be retrieved. |
↳ pageToken |
string
A page token is used to specify a page of values to be returned. If no page token is specified (the default), the first page of values will be returned. Any page token used here must have been generated by a previous call to the API. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\ApiCore\PagedListResponse |
getIamPolicy
Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$resource = 'resource';
$response = $indexEndpointServiceClient->getIamPolicy($resource);
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
resource |
string
REQUIRED: The resource for which the policy is being requested. See the operation documentation for the appropriate value for this field. |
optionalArgs |
array
Optional. |
↳ options |
GetPolicyOptions
OPTIONAL: A |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\Cloud\Iam\V1\Policy |
setIamPolicy
Sets the access control policy on the specified resource. Replaces any existing policy.
Can return NOT_FOUND
, INVALID_ARGUMENT
, and PERMISSION_DENIED
errors.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$resource = 'resource';
$policy = new Policy();
$response = $indexEndpointServiceClient->setIamPolicy($resource, $policy);
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
resource |
string
REQUIRED: The resource for which the policy is being specified. See the operation documentation for the appropriate value for this field. |
policy |
Google\Cloud\Iam\V1\Policy
REQUIRED: The complete policy to be applied to the |
optionalArgs |
array
Optional. |
↳ updateMask |
FieldMask
OPTIONAL: A FieldMask specifying which fields of the policy to modify. Only the fields in the mask will be modified. If no mask is provided, the following default mask is used: |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\Cloud\Iam\V1\Policy |
testIamPermissions
Returns permissions that a caller has on the specified resource. If the
resource does not exist, this will return an empty set of
permissions, not a NOT_FOUND
error.
Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.
Sample code:
$indexEndpointServiceClient = new IndexEndpointServiceClient();
try {
$resource = 'resource';
$permissions = [];
$response = $indexEndpointServiceClient->testIamPermissions($resource, $permissions);
} finally {
$indexEndpointServiceClient->close();
}
Parameters | |
---|---|
Name | Description |
resource |
string
REQUIRED: The resource for which the policy detail is being requested. See the operation documentation for the appropriate value for this field. |
permissions |
string[]
The set of permissions to check for the |
optionalArgs |
array
Optional. |
↳ retrySettings |
RetrySettings|array
Retry settings to use for this call. Can be a {@see} object, or an associative array of retry settings parameters. See the documentation on {@see} for example usage. |
Returns | |
---|---|
Type | Description |
Google\Cloud\Iam\V1\TestIamPermissionsResponse |
Constants
SERVICE_NAME
Value: 'google.cloud.aiplatform.v1.IndexEndpointService'
The name of the service.
SERVICE_ADDRESS
Value: 'aiplatform.googleapis.com'
The default address of the service.
DEFAULT_SERVICE_PORT
Value: 443
The default port of the service.
CODEGEN_NAME
Value: 'gapic'
The name of the code generator, to be included in the agent header.